DGLGraphTransformer + GCNModel
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| Test set | Target label | Metric | Score | 
|---|---|---|---|
| test | EGFR | r2 | -0.3141382066223428 | 
| test | EGFR | pearsonr | 0.44104008662476657 | 
| test | EGFR | spearmanr | 0.2116861287442612 | 
| test | EGFR | explained_var | 0.034835427634281935 | 
| test | EGFR | mean_squared_error | 1347.0634950456842 | 
| test | EGFR | mean_absolute_error | 20.345817340386876 | 
| test | EGFR_(L858R_mutant) | r2 | -0.3026033324848554 | 
| test | EGFR_(L858R_mutant) | pearsonr | 0.13297877899422186 | 
| test | EGFR_(L858R_mutant) | spearmanr | 0.24259163272861897 | 
| test | EGFR_(L858R_mutant) | explained_var | -0.010639324402005546 | 
| test | EGFR_(L858R_mutant) | mean_squared_error | 1431.3398312813943 | 
| test | EGFR_(L858R_mutant) | mean_absolute_error | 22.074217895494925 |